LocalAI

LocalAI is the free, Open Source OpenAI alternative. LocalAI act as a drop-in replacement REST API that’s compatible with OpenAI API specifications for local inferencing. It allows you to run LLMs, generate images, audio (and not only) locally or on-prem with consumer grade hardware, supporting multiple model families and architectures.

Installation and Setup

We have to install several python packages:

pip install tenacity openai

Embedding models

See a usage example.

from langchain_community.embeddings import LocalAIEmbeddings

API Reference:LocalAIEmbeddings